Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 3142 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 MiB |
| Average record size in memory | 346.1 B |
Variable types
| Numeric | 27 |
|---|---|
| Categorical | 2 |
state has a high cardinality: 51 distinct values | High cardinality |
area_name has a high cardinality: 1877 distinct values | High cardinality |
fips is highly overall correlated with state | High correlation |
urban_influence_code_2013 is highly overall correlated with gq_estimates_2019 | High correlation |
international_mig_2019 is highly overall correlated with r_international_mig_2011 and 1 other fields | High correlation |
net_mig_2019 is highly overall correlated with r_net_mig_2015 and 4 other fields | High correlation |
gq_estimates_2019 is highly overall correlated with urban_influence_code_2013 | High correlation |
r_birth_2019 is highly overall correlated with r_natural_inc_2019 | High correlation |
r_death_2019 is highly overall correlated with r_natural_inc_2019 | High correlation |
r_natural_inc_2019 is highly overall correlated with r_birth_2019 and 1 other fields | High correlation |
r_international_mig_2011 is highly overall correlated with international_mig_2019 | High correlation |
r_international_mig_2019 is highly overall correlated with international_mig_2019 | High correlation |
r_net_mig_2015 is highly overall correlated with net_mig_2019 and 2 other fields | High correlation |
r_net_mig_2016 is highly overall correlated with net_mig_2019 and 3 other fields | High correlation |
r_net_mig_2017 is highly overall correlated with net_mig_2019 and 4 other fields | High correlation |
r_net_mig_2018 is highly overall correlated with net_mig_2019 and 3 other fields | High correlation |
r_net_mig_2019 is highly overall correlated with net_mig_2019 and 4 other fields | High correlation |
state is highly overall correlated with fips | High correlation |
fips has unique values | Unique |
economic_typology_2015 has 1236 (39.3%) zeros | Zeros |
international_mig_2019 has 355 (11.3%) zeros | Zeros |
net_mig_2010 has 53 (1.7%) zeros | Zeros |
residual_2010 has 504 (16.0%) zeros | Zeros |
residual_2011 has 842 (26.8%) zeros | Zeros |
residual_2012 has 295 (9.4%) zeros | Zeros |
residual_2013 has 384 (12.2%) zeros | Zeros |
residual_2016 has 684 (21.8%) zeros | Zeros |
residual_2019 has 697 (22.2%) zeros | Zeros |
gq_estimates_2019 has 65 (2.1%) zeros | Zeros |
r_international_mig_2011 has 310 (9.9%) zeros | Zeros |
r_international_mig_2019 has 355 (11.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-17 13:07:55.923809 |
|---|---|
| Analysis finished | 2023-01-17 13:08:49.399813 |
| Duration | 53.48 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
fips
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 3142 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30383.649 |
| Minimum | 1001 |
|---|---|
| Maximum | 56045 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 5093.1 |
| Q1 | 18177.5 |
| median | 29176 |
| Q3 | 45080.5 |
| 95-th percentile | 53062.9 |
| Maximum | 56045 |
| Range | 55044 |
| Interquartile range (IQR) | 26903 |
Descriptive statistics
| Standard deviation | 15162.508 |
|---|---|
| Coefficient of variation (CV) | 0.49903513 |
| Kurtosis | -1.0980535 |
| Mean | 30383.649 |
| Median Absolute Deviation (MAD) | 12020 |
| Skewness | -0.079661813 |
| Sum | 95465426 |
| Variance | 2.2990166 × 108 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1001 | 1 | < 0.1% |
| 39089 | 1 | < 0.1% |
| 39093 | 1 | < 0.1% |
| 39095 | 1 | < 0.1% |
| 39097 | 1 | < 0.1% |
| 39099 | 1 | < 0.1% |
| 39101 | 1 | < 0.1% |
| 39103 | 1 | < 0.1% |
| 39105 | 1 | < 0.1% |
| 39107 | 1 | < 0.1% |
| Other values (3132) | 3132 |
| Value | Count | Frequency (%) |
| 1001 | 1 | |
| 1003 | 1 | |
| 1005 | 1 | |
| 1007 | 1 | |
| 1009 | 1 | |
| 1011 | 1 | |
| 1013 | 1 | |
| 1015 | 1 | |
| 1017 | 1 | |
| 1019 | 1 |
| Value | Count | Frequency (%) |
| 56045 | 1 | |
| 56043 | 1 | |
| 56041 | 1 | |
| 56039 | 1 | |
| 56037 | 1 | |
| 56035 | 1 | |
| 56033 | 1 | |
| 56031 | 1 | |
| 56029 | 1 | |
| 56027 | 1 |
state
Categorical
HIGH CARDINALITY HIGH CORRELATION
| Distinct | 51 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 181.2 KiB |
| TX | |
|---|---|
| GA | 159 |
| VA | 133 |
| KY | 120 |
| MO | 115 |
| Other values (46) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 6284 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | AL |
|---|---|
| 2nd row | AL |
| 3rd row | AL |
| 4th row | AL |
| 5th row | AL |
Common Values
| Value | Count | Frequency (%) |
| TX | 254 | 8.1% |
| GA | 159 | 5.1% |
| VA | 133 | 4.2% |
| KY | 120 | 3.8% |
| MO | 115 | 3.7% |
| KS | 105 | 3.3% |
| IL | 102 | 3.2% |
| NC | 100 | 3.2% |
| IA | 99 | 3.2% |
| TN | 95 | 3.0% |
| Other values (41) | 1860 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| tx | 254 | 8.1% |
| ga | 159 | 5.1% |
| va | 133 | 4.2% |
| ky | 120 | 3.8% |
| mo | 115 | 3.7% |
| ks | 105 | 3.3% |
| il | 102 | 3.2% |
| nc | 100 | 3.2% |
| ia | 99 | 3.2% |
| tn | 95 | 3.0% |
| Other values (41) | 1860 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 819 | |
| N | 663 | 10.6% |
| M | 510 | 8.1% |
| I | 502 | 8.0% |
| T | 456 | 7.3% |
| O | 380 | 6.0% |
| K | 331 | 5.3% |
| L | 300 | 4.8% |
| S | 299 | 4.8% |
| C | 277 | 4.4% |
| Other values (14) | 1747 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 6284 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 819 | |
| N | 663 | 10.6% |
| M | 510 | 8.1% |
| I | 502 | 8.0% |
| T | 456 | 7.3% |
| O | 380 | 6.0% |
| K | 331 | 5.3% |
| L | 300 | 4.8% |
| S | 299 | 4.8% |
| C | 277 | 4.4% |
| Other values (14) | 1747 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6284 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 819 | |
| N | 663 | 10.6% |
| M | 510 | 8.1% |
| I | 502 | 8.0% |
| T | 456 | 7.3% |
| O | 380 | 6.0% |
| K | 331 | 5.3% |
| L | 300 | 4.8% |
| S | 299 | 4.8% |
| C | 277 | 4.4% |
| Other values (14) | 1747 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6284 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 819 | |
| N | 663 | 10.6% |
| M | 510 | 8.1% |
| I | 502 | 8.0% |
| T | 456 | 7.3% |
| O | 380 | 6.0% |
| K | 331 | 5.3% |
| L | 300 | 4.8% |
| S | 299 | 4.8% |
| C | 277 | 4.4% |
| Other values (14) | 1747 |
area_name
Categorical
| Distinct | 1877 |
|---|---|
| Distinct (%) | 59.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 218.1 KiB |
| Washington County | 30 |
|---|---|
| Jefferson County | 25 |
| Franklin County | 24 |
| Lincoln County | 23 |
| Jackson County | 23 |
| Other values (1872) |
Length
| Max length | 33 |
|---|---|
| Median length | 28 |
| Mean length | 14.024507 |
| Min length | 10 |
Characters and Unicode
| Total characters | 44065 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1454 ? |
|---|---|
| Unique (%) | 46.3% |
Sample
| 1st row | Autauga County |
|---|---|
| 2nd row | Baldwin County |
| 3rd row | Barbour County |
| 4th row | Bibb County |
| 5th row | Blount County |
Common Values
| Value | Count | Frequency (%) |
| Washington County | 30 | 1.0% |
| Jefferson County | 25 | 0.8% |
| Franklin County | 24 | 0.8% |
| Lincoln County | 23 | 0.7% |
| Jackson County | 23 | 0.7% |
| Madison County | 19 | 0.6% |
| Montgomery County | 18 | 0.6% |
| Clay County | 18 | 0.6% |
| Monroe County | 17 | 0.5% |
| Marion County | 17 | 0.5% |
| Other values (1867) | 2928 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| county | 3007 | |
| parish | 64 | 1.0% |
| city | 47 | 0.7% |
| washington | 31 | 0.5% |
| jefferson | 28 | 0.4% |
| st | 26 | 0.4% |
| franklin | 26 | 0.4% |
| jackson | 24 | 0.4% |
| lincoln | 24 | 0.4% |
| madison | 20 | 0.3% |
| Other values (1863) | 3219 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 4875 | |
| o | 4741 | |
| t | 4046 | 9.2% |
| u | 3584 | 8.1% |
| C | 3422 | 7.8% |
| y | 3394 | 7.7% |
| 3374 | 7.7% | |
| a | 2252 | 5.1% |
| e | 2165 | 4.9% |
| r | 1607 | 3.6% |
| Other values (46) | 10605 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 34139 | |
| Uppercase Letter | 6515 | 14.8% |
| Space Separator | 3374 | 7.7% |
| Other Punctuation | 31 | 0.1% |
| Dash Punctuation | 6 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 4875 | |
| o | 4741 | |
| t | 4046 | |
| u | 3584 | |
| y | 3394 | |
| a | 2252 | |
| e | 2165 | |
| r | 1607 | 4.7% |
| i | 1268 | 3.7% |
| l | 1268 | 3.7% |
| Other values (17) | 4939 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3422 | |
| M | 312 | 4.8% |
| S | 283 | 4.3% |
| P | 263 | 4.0% |
| B | 260 | 4.0% |
| W | 225 | 3.5% |
| L | 224 | 3.4% |
| H | 198 | 3.0% |
| G | 157 | 2.4% |
| D | 146 | 2.2% |
| Other values (15) | 1025 | 15.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 27 | |
| ' | 4 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 3374 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40654 | |
| Common | 3411 | 7.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 4875 | |
| o | 4741 | |
| t | 4046 | |
| u | 3584 | 8.8% |
| C | 3422 | 8.4% |
| y | 3394 | 8.3% |
| a | 2252 | 5.5% |
| e | 2165 | 5.3% |
| r | 1607 | 4.0% |
| i | 1268 | 3.1% |
| Other values (42) | 9300 |
Common
| Value | Count | Frequency (%) |
| 3374 | ||
| . | 27 | 0.8% |
| - | 6 | 0.2% |
| ' | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44064 | |
| None | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 4875 | |
| o | 4741 | |
| t | 4046 | 9.2% |
| u | 3584 | 8.1% |
| C | 3422 | 7.8% |
| y | 3394 | 7.7% |
| 3374 | 7.7% | |
| a | 2252 | 5.1% |
| e | 2165 | 4.9% |
| r | 1607 | 3.6% |
| Other values (45) | 10604 |
None
| Value | Count | Frequency (%) |
| ñ | 1 |
urban_influence_code_2013
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2676639 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4993015 |
|---|---|
| Coefficient of variation (CV) | 0.66429856 |
| Kurtosis | -1.1165439 |
| Mean | 5.2676639 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.4024425 |
| Sum | 16551 |
| Variance | 12.245111 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 2 | 734 | |
| 1 | 432 | |
| 6 | 344 | |
| 8 | 269 | 8.6% |
| 5 | 242 | 7.7% |
| 10 | 189 | 6.0% |
| 9 | 184 | 5.9% |
| 12 | 182 | 5.8% |
| 7 | 162 | 5.2% |
| 4 | 149 | 4.7% |
| Other values (2) | 255 | 8.1% |
| Value | Count | Frequency (%) |
| 1 | 432 | |
| 2 | 734 | |
| 3 | 130 | 4.1% |
| 4 | 149 | 4.7% |
| 5 | 242 | 7.7% |
| 6 | 344 | |
| 7 | 162 | 5.2% |
| 8 | 269 | 8.6% |
| 9 | 184 | 5.9% |
| 10 | 189 | 6.0% |
| Value | Count | Frequency (%) |
| 12 | 182 | |
| 11 | 125 | 4.0% |
| 10 | 189 | |
| 9 | 184 | |
| 8 | 269 | |
| 7 | 162 | |
| 6 | 344 | |
| 5 | 242 | |
| 4 | 149 | |
| 3 | 130 | 4.1% |
economic_typology_2015
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8084023 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1236 |
| Zeros (%) | 39.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.819511 |
|---|---|
| Coefficient of variation (CV) | 1.0061428 |
| Kurtosis | -1.304376 |
| Mean | 1.8084023 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.44504894 |
| Sum | 5682 |
| Variance | 3.3106202 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 1236 | |
| 3 | 501 | |
| 1 | 444 | 14.1% |
| 4 | 407 | 13.0% |
| 5 | 333 | 10.6% |
| 2 | 221 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 1236 | |
| 1 | 444 | 14.1% |
| 2 | 221 | 7.0% |
| 3 | 501 | |
| 4 | 407 | 13.0% |
| 5 | 333 | 10.6% |
| Value | Count | Frequency (%) |
| 5 | 333 | 10.6% |
| 4 | 407 | 13.0% |
| 3 | 501 | |
| 2 | 221 | 7.0% |
| 1 | 444 | 14.1% |
| 0 | 1236 |
international_mig_2019
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 511 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189.48059 |
| Minimum | -387 |
|---|---|
| Maximum | 38016 |
| Zeros | 355 |
| Zeros (%) | 11.3% |
| Negative | 721 |
| Negative (%) | 22.9% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -387 |
|---|---|
| 5-th percentile | -10 |
| Q1 | 0 |
| median | 4 |
| Q3 | 32 |
| 95-th percentile | 573.65 |
| Maximum | 38016 |
| Range | 38403 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 1231.6918 |
|---|---|
| Coefficient of variation (CV) | 6.5003589 |
| Kurtosis | 391.10767 |
| Mean | 189.48059 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 16.750431 |
| Sum | 595348 |
| Variance | 1517064.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 355 | 11.3% |
| 1 | 170 | 5.4% |
| -1 | 155 | 4.9% |
| 2 | 143 | 4.6% |
| -2 | 129 | 4.1% |
| 3 | 106 | 3.4% |
| 5 | 87 | 2.8% |
| 6 | 85 | 2.7% |
| 4 | 80 | 2.5% |
| -3 | 66 | 2.1% |
| Other values (501) | 1766 |
| Value | Count | Frequency (%) |
| -387 | 1 | |
| -360 | 1 | |
| -270 | 1 | |
| -246 | 1 | |
| -144 | 1 | |
| -139 | 1 | |
| -137 | 1 | |
| -118 | 1 | |
| -96 | 1 | |
| -94 | 1 |
| Value | Count | Frequency (%) |
| 38016 | 1 | |
| 24889 | 1 | |
| 21050 | 1 | |
| 17969 | 1 | |
| 13409 | 1 | |
| 13055 | 1 | |
| 11637 | 1 | |
| 9883 | 1 | |
| 9242 | 1 | |
| 8965 | 1 |
net_mig_2010
Real number (ℝ)
| Distinct | 697 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.511139 |
| Minimum | -15150 |
|---|---|
| Maximum | 7508 |
| Zeros | 53 |
| Zeros (%) | 1.7% |
| Negative | 1439 |
| Negative (%) | 45.8% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -15150 |
|---|---|
| 5-th percentile | -134.95 |
| Q1 | -24 |
| median | 2 |
| Q3 | 34 |
| 95-th percentile | 450.9 |
| Maximum | 7508 |
| Range | 22658 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 531.2488 |
|---|---|
| Coefficient of variation (CV) | 9.5701296 |
| Kurtosis | 270.30235 |
| Mean | 55.511139 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | -4.2830028 |
| Sum | 174416 |
| Variance | 282225.28 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 57 | 1.8% |
| 0 | 53 | 1.7% |
| -2 | 46 | 1.5% |
| 2 | 46 | 1.5% |
| -3 | 45 | 1.4% |
| 1 | 43 | 1.4% |
| -1 | 43 | 1.4% |
| 4 | 42 | 1.3% |
| -8 | 41 | 1.3% |
| 6 | 40 | 1.3% |
| Other values (687) | 2686 |
| Value | Count | Frequency (%) |
| -15150 | 1 | |
| -7196 | 1 | |
| -5103 | 1 | |
| -2626 | 1 | |
| -2326 | 1 | |
| -1918 | 1 | |
| -1517 | 1 | |
| -1278 | 1 | |
| -1187 | 1 | |
| -1158 | 1 |
| Value | Count | Frequency (%) |
| 7508 | 1 | |
| 7217 | 1 | |
| 6213 | 1 | |
| 6061 | 1 | |
| 4446 | 1 | |
| 4154 | 1 | |
| 4084 | 1 | |
| 4031 | 1 | |
| 3786 | 1 | |
| 3514 | 1 |
net_mig_2019
Real number (ℝ)
| Distinct | 1340 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189.48059 |
| Minimum | -79758 |
|---|---|
| Maximum | 62997 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Negative | 1585 |
| Negative (%) | 50.4% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -79758 |
|---|---|
| 5-th percentile | -700.45 |
| Q1 | -111 |
| median | -2 |
| Q3 | 177.75 |
| 95-th percentile | 2039.9 |
| Maximum | 62997 |
| Range | 142755 |
| Interquartile range (IQR) | 288.75 |
Descriptive statistics
| Standard deviation | 2920.2652 |
|---|---|
| Coefficient of variation (CV) | 15.41195 |
| Kurtosis | 284.68325 |
| Mean | 189.48059 |
| Median Absolute Deviation (MAD) | 134.5 |
| Skewness | -4.1842925 |
| Sum | 595348 |
| Variance | 8527949.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -38 | 15 | 0.5% |
| -25 | 15 | 0.5% |
| -19 | 15 | 0.5% |
| 20 | 15 | 0.5% |
| -14 | 15 | 0.5% |
| -26 | 14 | 0.4% |
| -9 | 13 | 0.4% |
| -44 | 13 | 0.4% |
| -21 | 12 | 0.4% |
| 22 | 12 | 0.4% |
| Other values (1330) | 3003 |
| Value | Count | Frequency (%) |
| -79758 | 1 | |
| -41173 | 1 | |
| -37742 | 1 | |
| -31906 | 1 | |
| -22506 | 1 | |
| -15180 | 1 | |
| -15147 | 1 | |
| -15012 | 1 | |
| -12998 | 1 | |
| -11803 | 1 |
| Value | Count | Frequency (%) |
| 62997 | 1 | |
| 31283 | 1 | |
| 24052 | 1 | |
| 22716 | 1 | |
| 20312 | 1 | |
| 18260 | 1 | |
| 17847 | 1 | |
| 17311 | 1 | |
| 17226 | 1 | |
| 16082 | 1 |
residual_2010
Real number (ℝ)
| Distinct | 186 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -394 |
|---|---|
| Maximum | 996 |
| Zeros | 504 |
| Zeros (%) | 16.0% |
| Negative | 1634 |
| Negative (%) | 52.0% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -394 |
|---|---|
| 5-th percentile | -20 |
| Q1 | -3 |
| median | -1 |
| Q3 | 1 |
| 95-th percentile | 18 |
| Maximum | 996 |
| Range | 1390 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 38.294665 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 255.25466 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 10.241716 |
| Sum | 0 |
| Variance | 1466.4814 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 504 | |
| -1 | 452 | |
| 1 | 314 | 10.0% |
| -2 | 297 | 9.5% |
| -3 | 181 | 5.8% |
| 2 | 156 | 5.0% |
| -4 | 127 | 4.0% |
| -5 | 94 | 3.0% |
| 3 | 94 | 3.0% |
| -6 | 77 | 2.5% |
| Other values (176) | 846 |
| Value | Count | Frequency (%) |
| -394 | 1 | |
| -381 | 1 | |
| -340 | 1 | |
| -304 | 1 | |
| -197 | 1 | |
| -195 | 1 | |
| -187 | 2 | |
| -185 | 1 | |
| -175 | 1 | |
| -167 | 1 |
| Value | Count | Frequency (%) |
| 996 | 1 | |
| 840 | 1 | |
| 493 | 1 | |
| 462 | 1 | |
| 434 | 1 | |
| 300 | 1 | |
| 267 | 1 | |
| 249 | 1 | |
| 239 | 1 | |
| 236 | 1 |
residual_2011
Real number (ℝ)
| Distinct | 92 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -85 |
|---|---|
| Maximum | 147 |
| Zeros | 842 |
| Zeros (%) | 26.8% |
| Negative | 1312 |
| Negative (%) | 41.8% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -85 |
|---|---|
| 5-th percentile | -6 |
| Q1 | -1 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 147 |
| Range | 232 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 8.8530757 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 68.060137 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.0966887 |
| Sum | 0 |
| Variance | 78.37695 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 842 | |
| -1 | 632 | |
| 1 | 534 | |
| -2 | 274 | 8.7% |
| 2 | 161 | 5.1% |
| -3 | 123 | 3.9% |
| -4 | 77 | 2.5% |
| 3 | 64 | 2.0% |
| -5 | 35 | 1.1% |
| 5 | 29 | 0.9% |
| Other values (82) | 371 |
| Value | Count | Frequency (%) |
| -85 | 1 | < 0.1% |
| -79 | 1 | < 0.1% |
| -67 | 1 | < 0.1% |
| -61 | 1 | < 0.1% |
| -55 | 1 | < 0.1% |
| -45 | 2 | |
| -44 | 3 | |
| -40 | 1 | < 0.1% |
| -39 | 1 | < 0.1% |
| -38 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 147 | 1 | |
| 105 | 1 | |
| 99 | 1 | |
| 95 | 1 | |
| 90 | 1 | |
| 88 | 1 | |
| 86 | 1 | |
| 85 | 1 | |
| 74 | 1 | |
| 72 | 1 |
residual_2012
Real number (ℝ)
| Distinct | 258 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -1352 |
|---|---|
| Maximum | 827 |
| Zeros | 295 |
| Zeros (%) | 9.4% |
| Negative | 1406 |
| Negative (%) | 44.7% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -1352 |
|---|---|
| 5-th percentile | -30.95 |
| Q1 | -4 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 29 |
| Maximum | 827 |
| Range | 2179 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 53.20678 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 187.71571 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -4.1609054 |
| Sum | 0 |
| Variance | 2830.9615 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 295 | 9.4% |
| -1 | 272 | 8.7% |
| 1 | 252 | 8.0% |
| 2 | 222 | 7.1% |
| -2 | 180 | 5.7% |
| 3 | 175 | 5.6% |
| -3 | 134 | 4.3% |
| 4 | 108 | 3.4% |
| -4 | 100 | 3.2% |
| -5 | 91 | 2.9% |
| Other values (248) | 1313 |
| Value | Count | Frequency (%) |
| -1352 | 1 | |
| -736 | 1 | |
| -580 | 1 | |
| -459 | 1 | |
| -430 | 1 | |
| -367 | 1 | |
| -318 | 1 | |
| -301 | 1 | |
| -299 | 1 | |
| -290 | 1 |
| Value | Count | Frequency (%) |
| 827 | 1 | |
| 599 | 1 | |
| 549 | 1 | |
| 470 | 1 | |
| 425 | 1 | |
| 417 | 1 | |
| 335 | 1 | |
| 327 | 1 | |
| 303 | 1 | |
| 295 | 1 |
residual_2013
Real number (ℝ)
| Distinct | 220 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -827 |
|---|---|
| Maximum | 537 |
| Zeros | 384 |
| Zeros (%) | 12.2% |
| Negative | 1500 |
| Negative (%) | 47.7% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -827 |
|---|---|
| 5-th percentile | -24 |
| Q1 | -3 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 30 |
| Maximum | 537 |
| Range | 1364 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 37.97469 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 122.33441 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -3.1799853 |
| Sum | 0 |
| Variance | 1442.077 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 384 | 12.2% |
| -1 | 329 | 10.5% |
| 1 | 313 | 10.0% |
| -2 | 237 | 7.5% |
| 2 | 202 | 6.4% |
| -3 | 174 | 5.5% |
| -4 | 133 | 4.2% |
| 3 | 128 | 4.1% |
| 4 | 92 | 2.9% |
| -5 | 83 | 2.6% |
| Other values (210) | 1067 |
| Value | Count | Frequency (%) |
| -827 | 1 | |
| -519 | 1 | |
| -447 | 1 | |
| -321 | 1 | |
| -313 | 1 | |
| -311 | 1 | |
| -306 | 1 | |
| -301 | 1 | |
| -258 | 1 | |
| -241 | 1 |
| Value | Count | Frequency (%) |
| 537 | 1 | |
| 400 | 1 | |
| 367 | 1 | |
| 274 | 1 | |
| 267 | 1 | |
| 260 | 1 | |
| 258 | 1 | |
| 256 | 1 | |
| 251 | 1 | |
| 237 | 1 |
residual_2016
Real number (ℝ)
| Distinct | 113 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -152 |
|---|---|
| Maximum | 117 |
| Zeros | 684 |
| Zeros (%) | 21.8% |
| Negative | 1549 |
| Negative (%) | 49.3% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -152 |
|---|---|
| 5-th percentile | -7 |
| Q1 | -2 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 117 |
| Range | 269 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 10.768911 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 50.605471 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.501525 |
| Sum | 0 |
| Variance | 115.96944 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 684 | |
| -1 | 663 | |
| 1 | 405 | |
| -2 | 364 | |
| -3 | 153 | 4.9% |
| 2 | 148 | 4.7% |
| -4 | 94 | 3.0% |
| 3 | 62 | 2.0% |
| -5 | 60 | 1.9% |
| 4 | 53 | 1.7% |
| Other values (103) | 456 |
| Value | Count | Frequency (%) |
| -152 | 1 | |
| -109 | 1 | |
| -106 | 1 | |
| -86 | 1 | |
| -76 | 1 | |
| -66 | 1 | |
| -56 | 1 | |
| -48 | 1 | |
| -47 | 2 | |
| -46 | 1 |
| Value | Count | Frequency (%) |
| 117 | 1 | |
| 111 | 1 | |
| 102 | 1 | |
| 101 | 1 | |
| 95 | 1 | |
| 94 | 1 | |
| 90 | 1 | |
| 89 | 2 | |
| 86 | 1 | |
| 80 | 1 |
residual_2019
Real number (ℝ)
| Distinct | 118 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -143 |
|---|---|
| Maximum | 315 |
| Zeros | 697 |
| Zeros (%) | 22.2% |
| Negative | 1559 |
| Negative (%) | 49.6% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -143 |
|---|---|
| 5-th percentile | -8.95 |
| Q1 | -2 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 8 |
| Maximum | 315 |
| Range | 458 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 12.976407 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | 160.93003 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 7.8279305 |
| Sum | 0 |
| Variance | 168.38714 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 697 | |
| -1 | 627 | |
| 1 | 434 | |
| -2 | 376 | |
| -3 | 168 | 5.3% |
| 2 | 132 | 4.2% |
| -4 | 83 | 2.6% |
| 3 | 62 | 2.0% |
| -5 | 56 | 1.8% |
| -6 | 50 | 1.6% |
| Other values (108) | 457 |
| Value | Count | Frequency (%) |
| -143 | 1 | |
| -94 | 1 | |
| -84 | 1 | |
| -67 | 1 | |
| -64 | 1 | |
| -62 | 1 | |
| -60 | 1 | |
| -58 | 1 | |
| -53 | 1 | |
| -50 | 1 |
| Value | Count | Frequency (%) |
| 315 | 1 | |
| 188 | 1 | |
| 171 | 1 | |
| 160 | 1 | |
| 144 | 1 | |
| 100 | 2 | |
| 98 | 1 | |
| 97 | 1 | |
| 86 | 2 | |
| 78 | 1 |
gq_estimates_2019
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1862 |
|---|---|
| Distinct (%) | 59.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2572.9987 |
| Minimum | 0 |
|---|---|
| Maximum | 179406 |
| Zeros | 65 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30.05 |
| Q1 | 175.25 |
| median | 607 |
| Q3 | 2239.75 |
| 95-th percentile | 11231.75 |
| Maximum | 179406 |
| Range | 179406 |
| Interquartile range (IQR) | 2064.5 |
Descriptive statistics
| Standard deviation | 6714.48 |
|---|---|
| Coefficient of variation (CV) | 2.6095932 |
| Kurtosis | 194.97648 |
| Mean | 2572.9987 |
| Median Absolute Deviation (MAD) | 531 |
| Skewness | 10.368839 |
| Sum | 8084362 |
| Variance | 45084242 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 65 | 2.1% |
| 52 | 12 | 0.4% |
| 40 | 12 | 0.4% |
| 246 | 10 | 0.3% |
| 54 | 10 | 0.3% |
| 67 | 10 | 0.3% |
| 34 | 10 | 0.3% |
| 92 | 9 | 0.3% |
| 80 | 9 | 0.3% |
| 56 | 9 | 0.3% |
| Other values (1852) | 2986 |
| Value | Count | Frequency (%) |
| 0 | 65 | |
| 1 | 5 | 0.2% |
| 2 | 6 | 0.2% |
| 3 | 7 | 0.2% |
| 5 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 3 | 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 5 | 0.2% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 179406 | 1 | |
| 107139 | 1 | |
| 90978 | 1 | |
| 68626 | 1 | |
| 67191 | 1 | |
| 56387 | 1 | |
| 55821 | 1 | |
| 50977 | 1 | |
| 48227 | 1 | |
| 44007 | 1 |
r_birth_2019
Real number (ℝ)
| Distinct | 3138 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.98842 |
| Minimum | 0 |
|---|---|
| Maximum | 28.192024 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.5352816 |
| Q1 | 9.5231773 |
| median | 10.893989 |
| Q3 | 12.168684 |
| 95-th percentile | 14.826082 |
| Maximum | 28.192024 |
| Range | 28.192024 |
| Interquartile range (IQR) | 2.6455063 |
Descriptive statistics
| Standard deviation | 2.4178 |
|---|---|
| Coefficient of variation (CV) | 0.22003162 |
| Kurtosis | 5.2972065 |
| Mean | 10.98842 |
| Median Absolute Deviation (MAD) | 1.3140119 |
| Skewness | 1.0418673 |
| Sum | 34525.617 |
| Variance | 5.8457566 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9.868421053 | 2 | 0.1% |
| 11.42857143 | 2 | 0.1% |
| 8.75273523 | 2 | 0.1% |
| 11.52630601 | 2 | 0.1% |
| 15.68360041 | 1 | < 0.1% |
| 10.91544501 | 1 | < 0.1% |
| 12.02144961 | 1 | < 0.1% |
| 10.26038763 | 1 | < 0.1% |
| 12.35022612 | 1 | < 0.1% |
| 9.896768402 | 1 | < 0.1% |
| Other values (3128) | 3128 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.7955449483 | 1 | |
| 2.457002457 | 1 | |
| 2.714708786 | 1 | |
| 2.752735531 | 1 | |
| 2.824459822 | 1 | |
| 2.970885324 | 1 | |
| 3.137254902 | 1 | |
| 3.660885582 | 1 | |
| 4.004004004 | 1 |
| Value | Count | Frequency (%) |
| 28.19202413 | 1 | |
| 28.00985755 | 1 | |
| 27.99110752 | 1 | |
| 26.40929756 | 1 | |
| 25.0679553 | 1 | |
| 23.30819704 | 1 | |
| 23.18693408 | 1 | |
| 22.30397981 | 1 | |
| 22.22532199 | 1 | |
| 22.0232333 | 1 |
r_death_2019
Real number (ℝ)
| Distinct | 3134 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.407248 |
| Minimum | 0 |
|---|---|
| Maximum | 22.10189 |
| Zeros | 6 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5.9091281 |
| Q1 | 8.7433555 |
| median | 10.488678 |
| Q3 | 12.210123 |
| 95-th percentile | 14.553553 |
| Maximum | 22.10189 |
| Range | 22.10189 |
| Interquartile range (IQR) | 3.4667672 |
Descriptive statistics
| Standard deviation | 2.6809191 |
|---|---|
| Coefficient of variation (CV) | 0.25760116 |
| Kurtosis | 0.54060476 |
| Mean | 10.407248 |
| Median Absolute Deviation (MAD) | 1.7351737 |
| Skewness | -0.2129272 |
| Sum | 32699.572 |
| Variance | 7.1873274 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | 0.2% |
| 10.1010101 | 2 | 0.1% |
| 9.454232918 | 2 | 0.1% |
| 10.23017903 | 2 | 0.1% |
| 9.712572485 | 1 | < 0.1% |
| 9.857812786 | 1 | < 0.1% |
| 9.995394944 | 1 | < 0.1% |
| 10.63219731 | 1 | < 0.1% |
| 8.842010772 | 1 | < 0.1% |
| 12.8150531 | 1 | < 0.1% |
| Other values (3124) | 3124 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 1.039501039 | 1 | < 0.1% |
| 1.241795281 | 1 | < 0.1% |
| 1.70212766 | 1 | < 0.1% |
| 2.079938988 | 1 | < 0.1% |
| 2.102511649 | 1 | < 0.1% |
| 2.231831497 | 1 | < 0.1% |
| 2.231998447 | 1 | < 0.1% |
| 2.289452167 | 1 | < 0.1% |
| 2.343962933 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.10188971 | 1 | |
| 21.71113156 | 1 | |
| 19.34363116 | 1 | |
| 18.98256622 | 1 | |
| 18.58304297 | 1 | |
| 18.55101529 | 1 | |
| 18.40118045 | 1 | |
| 18.30101827 | 1 | |
| 18.27491138 | 1 | |
| 18.20144683 | 1 |
r_natural_inc_2019
Real number (ℝ)
| Distinct | 3110 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58117258 |
| Minimum | -13.540491 |
|---|---|
| Maximum | 24.429062 |
| Zeros | 30 |
| Zeros (%) | 1.0% |
| Negative | 1430 |
| Negative (%) | 45.5% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -13.540491 |
|---|---|
| 5-th percentile | -5.3077187 |
| Q1 | -1.9526972 |
| median | 0.32832636 |
| Q3 | 2.7428167 |
| 95-th percentile | 7.342448 |
| Maximum | 24.429062 |
| Range | 37.969554 |
| Interquartile range (IQR) | 4.6955139 |
Descriptive statistics
| Standard deviation | 3.9452023 |
|---|---|
| Coefficient of variation (CV) | 6.788349 |
| Kurtosis | 1.723392 |
| Mean | 0.58117258 |
| Median Absolute Deviation (MAD) | 2.3528218 |
| Skewness | 0.54980902 |
| Sum | 1826.0442 |
| Variance | 15.564621 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 30 | 1.0% |
| 2.342362764 | 2 | 0.1% |
| 10.5471325 | 2 | 0.1% |
| 5.420054201 | 2 | 0.1% |
| 0.9670044923 | 1 | < 0.1% |
| 1.120829854 | 1 | < 0.1% |
| 0.2649926885 | 1 | < 0.1% |
| 1.718028813 | 1 | < 0.1% |
| 1.05475763 | 1 | < 0.1% |
| -2.528941972 | 1 | < 0.1% |
| Other values (3100) | 3100 |
| Value | Count | Frequency (%) |
| -13.54049128 | 1 | |
| -13.52176159 | 1 | |
| -12.69549218 | 1 | |
| -12.01201201 | 1 | |
| -11.78682617 | 1 | |
| -11.18099231 | 1 | |
| -11.0311799 | 1 | |
| -10.98039216 | 1 | |
| -10.59827248 | 1 | |
| -10.59475078 | 1 |
| Value | Count | Frequency (%) |
| 24.42906225 | 1 | |
| 20.60607941 | 1 | |
| 19.99349049 | 1 | |
| 19.6883378 | 1 | |
| 19.02748414 | 1 | |
| 17.27210418 | 1 | |
| 16.3132137 | 1 | |
| 16.01101269 | 1 | |
| 15.62781752 | 1 | |
| 15.05062592 | 1 |
r_international_mig_2011
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2829 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.85911785 |
| Minimum | -2.0429009 |
|---|---|
| Maximum | 25.836576 |
| Zeros | 310 |
| Zeros (%) | 9.9% |
| Negative | 590 |
| Negative (%) | 18.8% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -2.0429009 |
|---|---|
| 5-th percentile | -0.32727691 |
| Q1 | 0 |
| median | 0.33048308 |
| Q3 | 1.0743624 |
| 95-th percentile | 3.9662681 |
| Maximum | 25.836576 |
| Range | 27.879477 |
| Interquartile range (IQR) | 1.0743624 |
Descriptive statistics
| Standard deviation | 1.6501638 |
|---|---|
| Coefficient of variation (CV) | 1.9207653 |
| Kurtosis | 31.127767 |
| Mean | 0.85911785 |
| Median Absolute Deviation (MAD) | 0.39120179 |
| Skewness | 4.16735 |
| Sum | 2699.3483 |
| Variance | 2.7230405 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 310 | 9.9% |
| 0.1241156758 | 2 | 0.1% |
| -0.149097957 | 2 | 0.1% |
| -0.133040644 | 2 | 0.1% |
| 0.1077237962 | 2 | 0.1% |
| 0.0727272727 | 1 | < 0.1% |
| 0.3083267493 | 1 | < 0.1% |
| 0.2469257741 | 1 | < 0.1% |
| 0.276604305 | 1 | < 0.1% |
| 0.6894113488 | 1 | < 0.1% |
| Other values (2819) | 2819 |
| Value | Count | Frequency (%) |
| -2.042900919 | 1 | |
| -1.520450053 | 1 | |
| -1.345593182 | 1 | |
| -1.200819383 | 1 | |
| -1.169317119 | 1 | |
| -1.095629391 | 1 | |
| -1.084468008 | 1 | |
| -0.982183646 | 1 | |
| -0.972940103 | 1 | |
| -0.946521533 | 1 |
| Value | Count | Frequency (%) |
| 25.83657588 | 1 | |
| 16.37426901 | 1 | |
| 15.23394995 | 1 | |
| 14.40244616 | 1 | |
| 13.61506498 | 1 | |
| 12.68248391 | 1 | |
| 12.292563 | 1 | |
| 12.02764563 | 1 | |
| 11.00270488 | 1 | |
| 10.95461903 | 1 |
r_international_mig_2019
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2784 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63638284 |
| Minimum | -1.7356089 |
|---|---|
| Maximum | 26.041667 |
| Zeros | 355 |
| Zeros (%) | 11.3% |
| Negative | 721 |
| Negative (%) | 22.9% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -1.7356089 |
|---|---|
| 5-th percentile | -0.383874 |
| Q1 | 0 |
| median | 0.217478 |
| Q3 | 0.76516243 |
| 95-th percentile | 3.0427543 |
| Maximum | 26.041667 |
| Range | 27.777276 |
| Interquartile range (IQR) | 0.76516243 |
Descriptive statistics
| Standard deviation | 1.4275036 |
|---|---|
| Coefficient of variation (CV) | 2.2431523 |
| Kurtosis | 59.14016 |
| Mean | 0.63638284 |
| Median Absolute Deviation (MAD) | 0.31583876 |
| Skewness | 5.5210457 |
| Sum | 1999.5149 |
| Variance | 2.0377667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 355 | 11.3% |
| 0.2027369488 | 2 | 0.1% |
| 0.225699669 | 2 | 0.1% |
| 1.214820814 | 2 | 0.1% |
| -0.196860082 | 2 | 0.1% |
| -0.287247985 | 1 | < 0.1% |
| 0.4989962053 | 1 | < 0.1% |
| -0.130517065 | 1 | < 0.1% |
| 0.1704739175 | 1 | < 0.1% |
| 0.4037009046 | 1 | < 0.1% |
| Other values (2774) | 2774 |
| Value | Count | Frequency (%) |
| -1.735608909 | 1 | |
| -1.536134063 | 1 | |
| -1.477514083 | 1 | |
| -1.432845885 | 1 | |
| -1.420151956 | 1 | |
| -1.373910957 | 1 | |
| -1.34509042 | 1 | |
| -1.291534578 | 1 | |
| -1.249274974 | 1 | |
| -1.246192191 | 1 |
| Value | Count | Frequency (%) |
| 26.04166667 | 1 | |
| 21.40309156 | 1 | |
| 13.99758533 | 1 | |
| 12.77480689 | 1 | |
| 11.99090345 | 1 | |
| 11.6494311 | 1 | |
| 11.19246374 | 1 | |
| 10.62767457 | 1 | |
| 10.01977587 | 1 | |
| 9.713425933 | 1 |
r_net_mig_2011
Real number (ℝ)
| Distinct | 3133 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.86602081 |
| Minimum | -124.54212 |
|---|---|
| Maximum | 122.90503 |
| Zeros | 10 |
| Zeros (%) | 0.3% |
| Negative | 1755 |
| Negative (%) | 55.9% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -124.54212 |
|---|---|
| 5-th percentile | -15.205074 |
| Q1 | -5.7770407 |
| median | -1.0031857 |
| Q3 | 3.8242707 |
| 95-th percentile | 13.853028 |
| Maximum | 122.90503 |
| Range | 247.44715 |
| Interquartile range (IQR) | 9.6013114 |
Descriptive statistics
| Standard deviation | 10.465836 |
|---|---|
| Coefficient of variation (CV) | -12.084971 |
| Kurtosis | 19.324879 |
| Mean | -0.86602081 |
| Median Absolute Deviation (MAD) | 4.8060362 |
| Skewness | 0.63737828 |
| Sum | -2721.0374 |
| Variance | 109.53372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10 | 0.3% |
| 6.018181818 | 1 | < 0.1% |
| 1.130695045 | 1 | < 0.1% |
| -8.665711513 | 1 | < 0.1% |
| -1.446155916 | 1 | < 0.1% |
| -0.646339539 | 1 | < 0.1% |
| 2.762901972 | 1 | < 0.1% |
| -3.588087549 | 1 | < 0.1% |
| -5.055028649 | 1 | < 0.1% |
| 1.110997412 | 1 | < 0.1% |
| Other values (3123) | 3123 |
| Value | Count | Frequency (%) |
| -124.5421245 | 1 | |
| -62.52752092 | 1 | |
| -58.1336053 | 1 | |
| -57.67524401 | 1 | |
| -53.83265067 | 1 | |
| -49.03417533 | 1 | |
| -45.14266432 | 1 | |
| -43.74192701 | 1 | |
| -41.79543782 | 1 | |
| -41.1227154 | 1 |
| Value | Count | Frequency (%) |
| 122.9050279 | 1 | |
| 83.73686955 | 1 | |
| 72.5261217 | 1 | |
| 71.53952548 | 1 | |
| 70.56721751 | 1 | |
| 69.88847584 | 1 | |
| 61.06890228 | 1 | |
| 50.96418733 | 1 | |
| 46.78082465 | 1 | |
| 46.18913619 | 1 |
r_net_mig_2012
Real number (ℝ)
| Distinct | 3130 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.7374945 |
| Minimum | -99.447514 |
|---|---|
| Maximum | 119.15405 |
| Zeros | 9 |
| Zeros (%) | 0.3% |
| Negative | 1889 |
| Negative (%) | 60.1% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -99.447514 |
|---|---|
| 5-th percentile | -18.176161 |
| Q1 | -7.1953977 |
| median | -1.9315765 |
| Q3 | 3.4005675 |
| 95-th percentile | 15.034097 |
| Maximum | 119.15405 |
| Range | 218.60156 |
| Interquartile range (IQR) | 10.595965 |
Descriptive statistics
| Standard deviation | 11.952832 |
|---|---|
| Coefficient of variation (CV) | -6.8793492 |
| Kurtosis | 14.181169 |
| Mean | -1.7374945 |
| Median Absolute Deviation (MAD) | 5.2978136 |
| Skewness | 0.47239266 |
| Sum | -5459.2078 |
| Variance | 142.87019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9 | 0.3% |
| -2.120890774 | 2 | 0.1% |
| -3.007518797 | 2 | 0.1% |
| 8.71459695 | 2 | 0.1% |
| -0.814521759 | 2 | 0.1% |
| -6.226118841 | 1 | < 0.1% |
| 0.2664664131 | 1 | < 0.1% |
| -2.554654876 | 1 | < 0.1% |
| 0.5640157924 | 1 | < 0.1% |
| -6.182380216 | 1 | < 0.1% |
| Other values (3120) | 3120 |
| Value | Count | Frequency (%) |
| -99.44751381 | 1 | |
| -98.59843546 | 1 | |
| -83.01886792 | 1 | |
| -80.52230686 | 1 | |
| -75.95382853 | 1 | |
| -65.57377049 | 1 | |
| -61.4322692 | 1 | |
| -54.64835442 | 1 | |
| -53.16846986 | 1 | |
| -51.06986641 | 1 |
| Value | Count | Frequency (%) |
| 119.1540463 | 1 | |
| 110.8338653 | 1 | |
| 78.84085176 | 1 | |
| 74.87237663 | 1 | |
| 64.48165301 | 1 | |
| 62.49468583 | 1 | |
| 59.52380952 | 1 | |
| 55.79127229 | 1 | |
| 55.71465764 | 1 | |
| 55.53431466 | 1 |
r_net_mig_2013
Real number (ℝ)
| Distinct | 3131 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.72885153 |
| Minimum | -99.605727 |
|---|---|
| Maximum | 208.33333 |
| Zeros | 10 |
| Zeros (%) | 0.3% |
| Negative | 1782 |
| Negative (%) | 56.7% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -99.605727 |
|---|---|
| 5-th percentile | -16.320325 |
| Q1 | -6.0709666 |
| median | -1.1512608 |
| Q3 | 4.2174764 |
| 95-th percentile | 15.580495 |
| Maximum | 208.33333 |
| Range | 307.93906 |
| Interquartile range (IQR) | 10.288443 |
Descriptive statistics
| Standard deviation | 11.890405 |
|---|---|
| Coefficient of variation (CV) | -16.313891 |
| Kurtosis | 42.50023 |
| Mean | -0.72885153 |
| Median Absolute Deviation (MAD) | 5.1165765 |
| Skewness | 2.2264758 |
| Sum | -2290.0515 |
| Variance | 141.38172 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10 | 0.3% |
| 4.576659039 | 2 | 0.1% |
| -1.232032854 | 2 | 0.1% |
| -3.902225545 | 1 | < 0.1% |
| -3.257959421 | 1 | < 0.1% |
| -2.2025704 | 1 | < 0.1% |
| 3.366346456 | 1 | < 0.1% |
| -4.039367219 | 1 | < 0.1% |
| 6.887196076 | 1 | < 0.1% |
| -2.646273626 | 1 | < 0.1% |
| Other values (3121) | 3121 |
| Value | Count | Frequency (%) |
| -99.60572733 | 1 | |
| -94.44634899 | 1 | |
| -66.73353394 | 1 | |
| -55.78512397 | 1 | |
| -54.24364123 | 1 | |
| -51.94354374 | 1 | |
| -49.30332262 | 1 | |
| -49.30198607 | 1 | |
| -47.82720494 | 1 | |
| -47.29309272 | 1 |
| Value | Count | Frequency (%) |
| 208.3333333 | 1 | |
| 136.5322207 | 1 | |
| 87.91677023 | 1 | |
| 81.80708181 | 1 | |
| 71.5456849 | 1 | |
| 59.01639344 | 1 | |
| 58.03410894 | 1 | |
| 55.42341944 | 1 | |
| 53.69127517 | 1 | |
| 48.18571986 | 1 |
r_net_mig_2014
Real number (ℝ)
| Distinct | 3128 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.87736993 |
| Minimum | -174.35897 |
|---|---|
| Maximum | 149.87412 |
| Zeros | 13 |
| Zeros (%) | 0.4% |
| Negative | 1762 |
| Negative (%) | 56.1% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -174.35897 |
|---|---|
| 5-th percentile | -16.909522 |
| Q1 | -6.3267503 |
| median | -1.1872536 |
| Q3 | 4.2675428 |
| 95-th percentile | 15.814602 |
| Maximum | 149.87412 |
| Range | 324.23309 |
| Interquartile range (IQR) | 10.594293 |
Descriptive statistics
| Standard deviation | 11.233003 |
|---|---|
| Coefficient of variation (CV) | -12.803041 |
| Kurtosis | 31.560003 |
| Mean | -0.87736993 |
| Median Absolute Deviation (MAD) | 5.2861944 |
| Skewness | -0.0076920524 |
| Sum | -2756.6963 |
| Variance | 126.18036 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 13 | 0.4% |
| -9.02391337 | 2 | 0.1% |
| -12.15189873 | 2 | 0.1% |
| 1.97044335 | 1 | < 0.1% |
| -4.752718049 | 1 | < 0.1% |
| 15.06258884 | 1 | < 0.1% |
| -1.817077968 | 1 | < 0.1% |
| -3.56722705 | 1 | < 0.1% |
| 4.313911222 | 1 | < 0.1% |
| -6.592465753 | 1 | < 0.1% |
| Other values (3118) | 3118 |
| Value | Count | Frequency (%) |
| -174.3589744 | 1 | |
| -62.23633098 | 1 | |
| -49.37664042 | 1 | |
| -46.70956495 | 1 | |
| -46.31125471 | 1 | |
| -45.65630945 | 1 | |
| -43.17548747 | 1 | |
| -42.45848314 | 1 | |
| -41.66666667 | 1 | |
| -41.61022146 | 1 |
| Value | Count | Frequency (%) |
| 149.8741176 | 1 | |
| 79.40833009 | 1 | |
| 67.36146004 | 1 | |
| 60.10833479 | 1 | |
| 56.93136854 | 1 | |
| 55.81059991 | 1 | |
| 51.98067633 | 1 | |
| 48.7491982 | 1 | |
| 48.74486536 | 1 | |
| 47.45779844 | 1 |
r_net_mig_2015
Real number (ℝ)
| Distinct | 3131 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.49046544 |
| Minimum | -76.523881 |
|---|---|
| Maximum | 278.84615 |
| Zeros | 12 |
| Zeros (%) | 0.4% |
| Negative | 1727 |
| Negative (%) | 55.0% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -76.523881 |
|---|---|
| 5-th percentile | -17.128033 |
| Q1 | -6.1403123 |
| median | -1.0395605 |
| Q3 | 4.9965685 |
| 95-th percentile | 17.653293 |
| Maximum | 278.84615 |
| Range | 355.37003 |
| Interquartile range (IQR) | 11.136881 |
Descriptive statistics
| Standard deviation | 12.543933 |
|---|---|
| Coefficient of variation (CV) | -25.575571 |
| Kurtosis | 84.886091 |
| Mean | -0.49046544 |
| Median Absolute Deviation (MAD) | 5.4921205 |
| Skewness | 3.9584931 |
| Sum | -1541.0424 |
| Variance | 157.35027 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 12 | 0.4% |
| -1.712874805 | 1 | < 0.1% |
| -5.732261447 | 1 | < 0.1% |
| 1.859379125 | 1 | < 0.1% |
| -4.823673317 | 1 | < 0.1% |
| 3.222914468 | 1 | < 0.1% |
| -3.172576558 | 1 | < 0.1% |
| -5.014403073 | 1 | < 0.1% |
| -0.159099497 | 1 | < 0.1% |
| -0.559657318 | 1 | < 0.1% |
| Other values (3121) | 3121 |
| Value | Count | Frequency (%) |
| -76.52388073 | 1 | |
| -65.152675 | 1 | |
| -59.02849597 | 1 | |
| -57.22686364 | 1 | |
| -57.18824464 | 1 | |
| -52.9443544 | 1 | |
| -50.34236327 | 1 | |
| -48.99532067 | 1 | |
| -47.27068092 | 1 | |
| -46.37053088 | 1 |
| Value | Count | Frequency (%) |
| 278.8461539 | 1 | |
| 134.5223573 | 1 | |
| 78.71586037 | 1 | |
| 66.05504587 | 1 | |
| 62.2737147 | 1 | |
| 59.29604206 | 1 | |
| 56.62983425 | 1 | |
| 50.90008373 | 1 | |
| 49.14764231 | 1 | |
| 43.38624339 | 1 |
r_net_mig_2016
Real number (ℝ)
| Distinct | 3131 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.13915422 |
| Minimum | -110.29447 |
|---|---|
| Maximum | 208.59713 |
| Zeros | 10 |
| Zeros (%) | 0.3% |
| Negative | 1673 |
| Negative (%) | 53.2% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -110.29447 |
|---|---|
| 5-th percentile | -18.236467 |
| Q1 | -6.2807863 |
| median | -0.69735012 |
| Q3 | 5.9112607 |
| 95-th percentile | 19.554859 |
| Maximum | 208.59713 |
| Range | 318.8916 |
| Interquartile range (IQR) | 12.192047 |
Descriptive statistics
| Standard deviation | 13.169515 |
|---|---|
| Coefficient of variation (CV) | -94.639706 |
| Kurtosis | 33.507078 |
| Mean | -0.13915422 |
| Median Absolute Deviation (MAD) | 5.9870552 |
| Skewness | 1.6556698 |
| Sum | -437.22257 |
| Variance | 173.43612 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10 | 0.3% |
| -5.201560468 | 2 | 0.1% |
| -17.36613603 | 2 | 0.1% |
| 2.963936055 | 1 | < 0.1% |
| -4.256144173 | 1 | < 0.1% |
| -17.11687006 | 1 | < 0.1% |
| -4.267336053 | 1 | < 0.1% |
| 0.657000107 | 1 | < 0.1% |
| 2.334264395 | 1 | < 0.1% |
| 1.639839468 | 1 | < 0.1% |
| Other values (3121) | 3121 |
| Value | Count | Frequency (%) |
| -110.2944663 | 1 | |
| -77.77286787 | 1 | |
| -63.94637294 | 1 | |
| -60.54803439 | 1 | |
| -60.38066069 | 1 | |
| -59.56199029 | 1 | |
| -54.59940653 | 1 | |
| -53.67434375 | 1 | |
| -53.63128492 | 1 | |
| -53.40699816 | 1 |
| Value | Count | Frequency (%) |
| 208.5971343 | 1 | |
| 176.5234124 | 1 | |
| 53.15947843 | 1 | |
| 51.95641717 | 1 | |
| 47.6778143 | 1 | |
| 42.17708172 | 1 | |
| 42.03322579 | 1 | |
| 41.4507772 | 1 | |
| 41.30009775 | 1 | |
| 39.90246065 | 1 |
r_net_mig_2017
Real number (ℝ)
| Distinct | 3138 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7883113 |
| Minimum | -422.66686 |
|---|---|
| Maximum | 152 |
| Zeros | 5 |
| Zeros (%) | 0.2% |
| Negative | 1499 |
| Negative (%) | 47.7% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -422.66686 |
|---|---|
| 5-th percentile | -18.800186 |
| Q1 | -5.5311985 |
| median | 0.49321484 |
| Q3 | 7.5558652 |
| 95-th percentile | 21.457084 |
| Maximum | 152 |
| Range | 574.66686 |
| Interquartile range (IQR) | 13.087064 |
Descriptive statistics
| Standard deviation | 15.039887 |
|---|---|
| Coefficient of variation (CV) | 19.078613 |
| Kurtosis | 204.51774 |
| Mean | 0.7883113 |
| Median Absolute Deviation (MAD) | 6.4609162 |
| Skewness | -6.6973248 |
| Sum | 2476.8741 |
| Variance | 226.19819 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 0.2% |
| 0.8496560701 | 1 | < 0.1% |
| -2.791299316 | 1 | < 0.1% |
| 15.37440802 | 1 | < 0.1% |
| 0.3999478329 | 1 | < 0.1% |
| -5.132408478 | 1 | < 0.1% |
| 6.376530762 | 1 | < 0.1% |
| -1.557194455 | 1 | < 0.1% |
| -0.76005541 | 1 | < 0.1% |
| 5.921250232 | 1 | < 0.1% |
| Other values (3128) | 3128 |
| Value | Count | Frequency (%) |
| -422.6668614 | 1 | |
| -68.54975276 | 1 | |
| -63.07520617 | 1 | |
| -60.05444207 | 1 | |
| -53.46912794 | 1 | |
| -51.2214342 | 1 | |
| -50.97588978 | 1 | |
| -50.74198181 | 1 | |
| -50.48715678 | 1 | |
| -48.8997555 | 1 |
| Value | Count | Frequency (%) |
| 152 | 1 | |
| 101.752809 | 1 | |
| 84.86481285 | 1 | |
| 77.89568751 | 1 | |
| 62.09453197 | 1 | |
| 59.71413446 | 1 | |
| 53.42237062 | 1 | |
| 47.85643071 | 1 | |
| 47.84333168 | 1 | |
| 47.65231973 | 1 |
r_net_mig_2018
Real number (ℝ)
| Distinct | 3131 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.69640648 |
| Minimum | -74.122609 |
|---|---|
| Maximum | 71.174377 |
| Zeros | 9 |
| Zeros (%) | 0.3% |
| Negative | 1536 |
| Negative (%) | 48.9% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -74.122609 |
|---|---|
| 5-th percentile | -16.851321 |
| Q1 | -5.5838093 |
| median | 0.21108619 |
| Q3 | 6.5880338 |
| 95-th percentile | 20.3031 |
| Maximum | 71.174377 |
| Range | 145.29699 |
| Interquartile range (IQR) | 12.171843 |
Descriptive statistics
| Standard deviation | 11.611326 |
|---|---|
| Coefficient of variation (CV) | 16.673202 |
| Kurtosis | 3.1728956 |
| Mean | 0.69640648 |
| Median Absolute Deviation (MAD) | 6.0512964 |
| Skewness | 0.16621718 |
| Sum | 2188.1092 |
| Variance | 134.82289 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9 | 0.3% |
| -24.89626556 | 2 | 0.1% |
| -20 | 2 | 0.1% |
| -13.46801347 | 2 | 0.1% |
| 0.5409157704 | 1 | < 0.1% |
| 0.0174289281 | 1 | < 0.1% |
| 5.348536049 | 1 | < 0.1% |
| 3.71828399 | 1 | < 0.1% |
| 1.99414761 | 1 | < 0.1% |
| -4.864930938 | 1 | < 0.1% |
| Other values (3121) | 3121 |
| Value | Count | Frequency (%) |
| -74.12260944 | 1 | |
| -53.09734513 | 1 | |
| -49.58603177 | 1 | |
| -48.12834225 | 1 | |
| -46.91447131 | 1 | |
| -46.47676162 | 1 | |
| -45.11186025 | 1 | |
| -42.25241498 | 1 | |
| -41.70249355 | 1 | |
| -41.61849711 | 1 |
| Value | Count | Frequency (%) |
| 71.17437722 | 1 | |
| 67.96543137 | 1 | |
| 63.68563686 | 1 | |
| 53.26839662 | 1 | |
| 49.62923472 | 1 | |
| 49.60054381 | 1 | |
| 44.33097366 | 1 | |
| 44.09914909 | 1 | |
| 41.38518174 | 1 | |
| 40.0275775 | 1 |
r_net_mig_2019
Real number (ℝ)
| Distinct | 3138 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26425351 |
| Minimum | -165.38526 |
|---|---|
| Maximum | 126.18297 |
| Zeros | 4 |
| Zeros (%) | 0.1% |
| Negative | 1585 |
| Negative (%) | 50.4% |
| Memory size | 24.7 KiB |
Quantile statistics
| Minimum | -165.38526 |
|---|---|
| 5-th percentile | -17.123011 |
| Q1 | -5.4334884 |
| median | -0.14792328 |
| Q3 | 5.9276858 |
| 95-th percentile | 19.073719 |
| Maximum | 126.18297 |
| Range | 291.56823 |
| Interquartile range (IQR) | 11.361174 |
Descriptive statistics
| Standard deviation | 12.395569 |
|---|---|
| Coefficient of variation (CV) | 46.907868 |
| Kurtosis | 17.649691 |
| Mean | 0.26425351 |
| Median Absolute Deviation (MAD) | 5.6575231 |
| Skewness | -0.52910699 |
| Sum | 830.28452 |
| Variance | 153.65012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4 | 0.1% |
| -14.27042455 | 2 | 0.1% |
| 4.560061758 | 1 | < 0.1% |
| -0.827622269 | 1 | < 0.1% |
| -4.67387757 | 1 | < 0.1% |
| 6.620287253 | 1 | < 0.1% |
| 0.2620665256 | 1 | < 0.1% |
| -5.148636224 | 1 | < 0.1% |
| 3.607230071 | 1 | < 0.1% |
| -4.00252333 | 1 | < 0.1% |
| Other values (3128) | 3128 |
| Value | Count | Frequency (%) |
| -165.385261 | 1 | |
| -92.74673008 | 1 | |
| -73.56227012 | 1 | |
| -65.40054579 | 1 | |
| -64.0625 | 1 | |
| -63.03151576 | 1 | |
| -54.89782302 | 1 | |
| -52.44755245 | 1 | |
| -51.36986301 | 1 | |
| -49.92026624 | 1 |
| Value | Count | Frequency (%) |
| 126.1829653 | 1 | |
| 85.68034104 | 1 | |
| 68.69633099 | 1 | |
| 54.11764706 | 1 | |
| 53.85107002 | 1 | |
| 52.41935484 | 1 | |
| 51.60843999 | 1 | |
| 50.50106785 | 1 | |
| 47.14336789 | 1 | |
| 44.98525583 | 1 |
| fips | urban_influence_code_2013 | economic_typology_2015 | international_mig_2019 | net_mig_2010 | net_mig_2019 | residual_2010 | residual_2011 | residual_2012 | residual_2013 | residual_2016 | residual_2019 | gq_estimates_2019 | r_birth_2019 | r_death_2019 | r_natural_inc_2019 | r_international_mig_2011 | r_international_mig_2019 | r_net_mig_2011 | r_net_mig_2012 | r_net_mig_2013 | r_net_mig_2014 | r_net_mig_2015 | r_net_mig_2016 | r_net_mig_2017 | r_net_mig_2018 | r_net_mig_2019 | state | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| fips | 1.000 | -0.018 | 0.017 | -0.003 | 0.067 | 0.056 | -0.071 | -0.062 | -0.070 | -0.052 | -0.002 | -0.051 | -0.024 | -0.057 | -0.015 | -0.021 | -0.020 | -0.002 | 0.126 | 0.122 | 0.103 | 0.078 | 0.081 | 0.033 | 0.028 | 0.043 | 0.059 | 0.982 |
| urban_influence_code_2013 | -0.018 | 1.000 | 0.163 | -0.357 | -0.177 | -0.214 | 0.173 | 0.077 | 0.126 | 0.142 | 0.125 | 0.162 | -0.534 | -0.068 | 0.274 | -0.228 | -0.251 | -0.171 | -0.186 | -0.199 | -0.212 | -0.260 | -0.262 | -0.299 | -0.284 | -0.292 | -0.279 | 0.206 |
| economic_typology_2015 | 0.017 | 0.163 | 1.000 | -0.060 | -0.048 | 0.036 | 0.042 | 0.059 | 0.061 | 0.068 | 0.092 | 0.069 | -0.066 | -0.240 | -0.012 | -0.117 | -0.017 | -0.019 | 0.005 | -0.009 | 0.025 | 0.013 | 0.025 | 0.035 | 0.037 | 0.059 | 0.056 | 0.333 |
| international_mig_2019 | -0.003 | -0.357 | -0.060 | 1.000 | 0.118 | 0.082 | -0.121 | -0.044 | -0.111 | -0.078 | -0.048 | -0.089 | 0.476 | 0.133 | -0.338 | 0.318 | 0.505 | 0.911 | 0.194 | 0.228 | 0.204 | 0.182 | 0.181 | 0.126 | 0.091 | 0.092 | 0.102 | 0.097 |
| net_mig_2010 | 0.067 | -0.177 | -0.048 | 0.118 | 1.000 | 0.339 | -0.062 | -0.073 | -0.089 | 0.010 | 0.007 | 0.028 | 0.133 | -0.005 | -0.140 | 0.099 | 0.151 | 0.074 | 0.387 | 0.351 | 0.312 | 0.323 | 0.343 | 0.328 | 0.310 | 0.287 | 0.287 | 0.116 |
| net_mig_2019 | 0.056 | -0.214 | 0.036 | 0.082 | 0.339 | 1.000 | 0.028 | -0.032 | -0.060 | -0.008 | -0.022 | -0.082 | 0.039 | -0.142 | -0.130 | 0.014 | 0.003 | 0.033 | 0.290 | 0.279 | 0.360 | 0.472 | 0.516 | 0.566 | 0.603 | 0.632 | 0.863 | 0.156 |
| residual_2010 | -0.071 | 0.173 | 0.042 | -0.121 | -0.062 | 0.028 | 1.000 | 0.341 | 0.318 | 0.314 | 0.264 | 0.236 | -0.240 | 0.081 | -0.127 | 0.130 | -0.064 | -0.041 | -0.023 | -0.015 | -0.006 | -0.019 | -0.010 | -0.009 | -0.017 | -0.019 | -0.013 | 0.128 |
| residual_2011 | -0.062 | 0.077 | 0.059 | -0.044 | -0.073 | -0.032 | 0.341 | 1.000 | 0.356 | 0.324 | 0.268 | 0.202 | -0.117 | 0.045 | -0.142 | 0.127 | 0.018 | 0.015 | -0.133 | -0.036 | -0.045 | -0.064 | -0.043 | -0.063 | -0.061 | -0.061 | -0.049 | 0.168 |
| residual_2012 | -0.070 | 0.126 | 0.061 | -0.111 | -0.089 | -0.060 | 0.318 | 0.356 | 1.000 | 0.397 | 0.263 | 0.227 | -0.152 | 0.061 | -0.056 | 0.066 | -0.072 | -0.044 | -0.113 | -0.278 | -0.092 | -0.110 | -0.088 | -0.118 | -0.108 | -0.094 | -0.083 | 0.129 |
| residual_2013 | -0.052 | 0.142 | 0.068 | -0.078 | 0.010 | -0.008 | 0.314 | 0.324 | 0.397 | 1.000 | 0.352 | 0.288 | -0.153 | 0.045 | -0.085 | 0.085 | -0.025 | -0.010 | -0.017 | 0.015 | -0.177 | -0.032 | -0.022 | -0.057 | -0.055 | -0.027 | -0.027 | 0.153 |
| residual_2016 | -0.002 | 0.125 | 0.092 | -0.048 | 0.007 | -0.022 | 0.264 | 0.268 | 0.263 | 0.352 | 1.000 | 0.474 | -0.101 | 0.001 | -0.113 | 0.080 | 0.025 | 0.028 | -0.002 | 0.036 | 0.005 | -0.012 | 0.033 | -0.108 | -0.030 | -0.016 | -0.025 | 0.149 |
| residual_2019 | -0.051 | 0.162 | 0.069 | -0.089 | 0.028 | -0.082 | 0.236 | 0.202 | 0.227 | 0.288 | 0.474 | 1.000 | -0.145 | 0.049 | -0.066 | 0.078 | -0.020 | -0.014 | -0.017 | 0.005 | 0.005 | 0.012 | 0.022 | 0.018 | 0.011 | 0.000 | -0.071 | 0.168 |
| gq_estimates_2019 | -0.024 | -0.534 | -0.066 | 0.476 | 0.133 | 0.039 | -0.240 | -0.117 | -0.152 | -0.153 | -0.101 | -0.145 | 1.000 | 0.062 | -0.216 | 0.179 | 0.373 | 0.277 | 0.223 | 0.227 | 0.142 | 0.178 | 0.161 | 0.125 | 0.097 | 0.112 | 0.104 | 0.199 |
| r_birth_2019 | -0.057 | -0.068 | -0.240 | 0.133 | -0.005 | -0.142 | 0.081 | 0.045 | 0.061 | 0.045 | 0.001 | 0.049 | 0.062 | 1.000 | -0.215 | 0.699 | 0.116 | 0.116 | -0.038 | 0.009 | -0.049 | -0.085 | -0.090 | -0.134 | -0.214 | -0.170 | -0.181 | 0.176 |
| r_death_2019 | -0.015 | 0.274 | -0.012 | -0.338 | -0.140 | -0.130 | -0.127 | -0.142 | -0.056 | -0.085 | -0.113 | -0.066 | -0.216 | -0.215 | 1.000 | -0.817 | -0.354 | -0.311 | -0.162 | -0.229 | -0.203 | -0.185 | -0.177 | -0.151 | -0.106 | -0.097 | -0.133 | 0.194 |
| r_natural_inc_2019 | -0.021 | -0.228 | -0.117 | 0.318 | 0.099 | 0.014 | 0.130 | 0.127 | 0.066 | 0.085 | 0.080 | 0.078 | 0.179 | 0.699 | -0.817 | 1.000 | 0.319 | 0.294 | 0.102 | 0.171 | 0.124 | 0.092 | 0.074 | 0.036 | -0.039 | -0.033 | -0.008 | 0.166 |
| r_international_mig_2011 | -0.020 | -0.251 | -0.017 | 0.505 | 0.151 | 0.003 | -0.064 | 0.018 | -0.072 | -0.025 | 0.025 | -0.020 | 0.373 | 0.116 | -0.354 | 0.319 | 1.000 | 0.481 | 0.232 | 0.250 | 0.140 | 0.127 | 0.113 | 0.086 | 0.044 | 0.014 | 0.031 | 0.153 |
| r_international_mig_2019 | -0.002 | -0.171 | -0.019 | 0.911 | 0.074 | 0.033 | -0.041 | 0.015 | -0.044 | -0.010 | 0.028 | -0.014 | 0.277 | 0.116 | -0.311 | 0.294 | 0.481 | 1.000 | 0.137 | 0.174 | 0.164 | 0.125 | 0.123 | 0.054 | 0.035 | 0.026 | 0.037 | 0.110 |
| r_net_mig_2011 | 0.126 | -0.186 | 0.005 | 0.194 | 0.387 | 0.290 | -0.023 | -0.133 | -0.113 | -0.017 | -0.002 | -0.017 | 0.223 | -0.038 | -0.162 | 0.102 | 0.232 | 0.137 | 1.000 | 0.399 | 0.381 | 0.353 | 0.358 | 0.286 | 0.244 | 0.281 | 0.273 | 0.083 |
| r_net_mig_2012 | 0.122 | -0.199 | -0.009 | 0.228 | 0.351 | 0.279 | -0.015 | -0.036 | -0.278 | 0.015 | 0.036 | 0.005 | 0.227 | 0.009 | -0.229 | 0.171 | 0.250 | 0.174 | 0.399 | 1.000 | 0.419 | 0.388 | 0.392 | 0.266 | 0.246 | 0.251 | 0.267 | 0.131 |
| r_net_mig_2013 | 0.103 | -0.212 | 0.025 | 0.204 | 0.312 | 0.360 | -0.006 | -0.045 | -0.092 | -0.177 | 0.005 | 0.005 | 0.142 | -0.049 | -0.203 | 0.124 | 0.140 | 0.164 | 0.381 | 0.419 | 1.000 | 0.436 | 0.468 | 0.342 | 0.325 | 0.320 | 0.338 | 0.099 |
| r_net_mig_2014 | 0.078 | -0.260 | 0.013 | 0.182 | 0.323 | 0.472 | -0.019 | -0.064 | -0.110 | -0.032 | -0.012 | 0.012 | 0.178 | -0.085 | -0.185 | 0.092 | 0.127 | 0.125 | 0.353 | 0.388 | 0.436 | 1.000 | 0.500 | 0.471 | 0.442 | 0.451 | 0.457 | 0.121 |
| r_net_mig_2015 | 0.081 | -0.262 | 0.025 | 0.181 | 0.343 | 0.516 | -0.010 | -0.043 | -0.088 | -0.022 | 0.033 | 0.022 | 0.161 | -0.090 | -0.177 | 0.074 | 0.113 | 0.123 | 0.358 | 0.392 | 0.468 | 0.500 | 1.000 | 0.479 | 0.511 | 0.500 | 0.517 | 0.110 |
| r_net_mig_2016 | 0.033 | -0.299 | 0.035 | 0.126 | 0.328 | 0.566 | -0.009 | -0.063 | -0.118 | -0.057 | -0.108 | 0.018 | 0.125 | -0.134 | -0.151 | 0.036 | 0.086 | 0.054 | 0.286 | 0.266 | 0.342 | 0.471 | 0.479 | 1.000 | 0.628 | 0.585 | 0.565 | 0.149 |
| r_net_mig_2017 | 0.028 | -0.284 | 0.037 | 0.091 | 0.310 | 0.603 | -0.017 | -0.061 | -0.108 | -0.055 | -0.030 | 0.011 | 0.097 | -0.214 | -0.106 | -0.039 | 0.044 | 0.035 | 0.244 | 0.246 | 0.325 | 0.442 | 0.511 | 0.628 | 1.000 | 0.626 | 0.611 | 0.123 |
| r_net_mig_2018 | 0.043 | -0.292 | 0.059 | 0.092 | 0.287 | 0.632 | -0.019 | -0.061 | -0.094 | -0.027 | -0.016 | 0.000 | 0.112 | -0.170 | -0.097 | -0.033 | 0.014 | 0.026 | 0.281 | 0.251 | 0.320 | 0.451 | 0.500 | 0.585 | 0.626 | 1.000 | 0.634 | 0.179 |
| r_net_mig_2019 | 0.059 | -0.279 | 0.056 | 0.102 | 0.287 | 0.863 | -0.013 | -0.049 | -0.083 | -0.027 | -0.025 | -0.071 | 0.104 | -0.181 | -0.133 | -0.008 | 0.031 | 0.037 | 0.273 | 0.267 | 0.338 | 0.457 | 0.517 | 0.565 | 0.611 | 0.634 | 1.000 | 0.141 |
| state | 0.982 | 0.206 | 0.333 | 0.097 | 0.116 | 0.156 | 0.128 | 0.168 | 0.129 | 0.153 | 0.149 | 0.168 | 0.199 | 0.176 | 0.194 | 0.166 | 0.153 | 0.110 | 0.083 | 0.131 | 0.099 | 0.121 | 0.110 | 0.149 | 0.123 | 0.179 | 0.141 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| fips | state | area_name | urban_influence_code_2013 | economic_typology_2015 | international_mig_2019 | net_mig_2010 | net_mig_2019 | residual_2010 | residual_2011 | residual_2012 | residual_2013 | residual_2016 | residual_2019 | gq_estimates_2019 | r_birth_2019 | r_death_2019 | r_natural_inc_2019 | r_international_mig_2011 | r_international_mig_2019 | r_net_mig_2011 | r_net_mig_2012 | r_net_mig_2013 | r_net_mig_2014 | r_net_mig_2015 | r_net_mig_2016 | r_net_mig_2017 | r_net_mig_2018 | r_net_mig_2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1001 | AL | Autauga County | 2.0 | 0.0 | -16.0 | 172.0 | 254.0 | 11.0 | -1.0 | 15.0 | -2.0 | -3.0 | -1.0 | 455.0 | 11.202671 | 9.712572 | 1.490099 | 0.072727 | -0.287248 | 6.018182 | -6.226119 | -3.902226 | 1.970443 | -1.712875 | 4.777171 | 0.849656 | 0.540916 | 4.560062 |
| 1 | 1003 | AL | Baldwin County | 2.0 | 5.0 | 80.0 | 818.0 | 5377.0 | 46.0 | 10.0 | 85.0 | 100.0 | 16.0 | 24.0 | 2170.0 | 10.446871 | 10.546624 | -0.099753 | 0.957611 | 0.362739 | 16.641870 | 17.488579 | 22.751474 | 20.184334 | 17.725964 | 21.279291 | 22.398256 | 24.727215 | 24.380567 |
| 2 | 1005 | AL | Barbour County | 6.0 | 3.0 | 13.0 | -70.0 | -128.0 | 2.0 | -2.0 | 2.0 | 1.0 | 2.0 | -2.0 | 2812.0 | 10.331329 | 12.591307 | -2.259978 | -0.182922 | 0.524638 | 0.292676 | -6.897817 | -8.132185 | -5.140431 | -15.724575 | -18.238016 | -24.998528 | -8.754922 | -5.165664 |
| 3 | 1007 | AL | Bibb County | 1.0 | 0.0 | 10.0 | -59.0 | 41.0 | 2.0 | 1.0 | -2.0 | 2.0 | 1.0 | -2.0 | 2148.0 | 10.723621 | 11.259802 | -0.536181 | 0.438452 | 0.446818 | -4.998356 | -3.787545 | -5.797999 | 1.331144 | 1.329817 | -0.708717 | -3.234669 | -6.857092 | 1.831952 |
| 4 | 1009 | AL | Blount County | 1.0 | 0.0 | 6.0 | 7.0 | 65.0 | -6.0 | -3.0 | -10.0 | -5.0 | -2.0 | -4.0 | 489.0 | 11.263268 | 11.367077 | -0.103809 | -0.278416 | 0.103809 | 0.208812 | -1.650165 | -0.347225 | -2.049590 | -1.338525 | -1.391062 | 6.193562 | -0.069229 | 1.124597 |
| 5 | 1011 | AL | Bullock County | 6.0 | 3.0 | -1.0 | -23.0 | -73.0 | 2.0 | 0.0 | -1.0 | 0.0 | -1.0 | 0.0 | 1663.0 | 10.752158 | 10.752158 | 0.000000 | 1.577653 | -0.098644 | -21.994339 | -6.954560 | -6.334200 | 9.617198 | -24.592888 | -2.212709 | -19.936786 | -1.474201 | -7.200986 |
| 6 | 1013 | AL | Butler County | 6.0 | 0.0 | 18.0 | -4.0 | -123.0 | -3.0 | 0.0 | 2.0 | 4.0 | -1.0 | -1.0 | 333.0 | 10.900995 | 13.920520 | -3.019525 | 0.047849 | 0.921211 | -3.636538 | -7.896764 | -14.478623 | 0.442445 | -6.223913 | -6.272714 | -4.962406 | -10.071105 | -6.294941 |
| 7 | 1015 | AL | Calhoun County | 2.0 | 4.0 | 14.0 | -117.0 | -461.0 | -8.0 | 2.0 | -12.0 | -4.0 | -3.0 | -2.0 | 2833.0 | 11.134704 | 13.442370 | -2.307665 | 0.220197 | 0.122841 | -6.148582 | -4.588523 | -5.255477 | -4.027747 | -3.215406 | -3.471589 | -1.654454 | -0.488995 | -4.044995 |
| 8 | 1017 | AL | Chambers County | 5.0 | 0.0 | 6.0 | -48.0 | -259.0 | -2.0 | -1.0 | 0.0 | -2.0 | -2.0 | 0.0 | 458.0 | 10.590241 | 13.192928 | -2.602686 | 0.792312 | 0.179496 | -1.379209 | 4.490952 | 2.520405 | -3.787656 | 1.324055 | -5.786747 | 2.134851 | -1.515444 | -7.748227 |
| 9 | 1019 | AL | Cherokee County | 6.0 | 0.0 | -3.0 | 42.0 | 303.0 | -2.0 | -2.0 | -3.0 | -2.0 | -2.0 | 0.0 | 290.0 | 8.504118 | 13.139245 | -4.635127 | -0.076994 | -0.114921 | 4.388666 | 2.310047 | 6.541607 | -0.809061 | -2.091929 | 5.398058 | 6.786497 | 12.929620 | 11.606972 |
| fips | state | area_name | urban_influence_code_2013 | economic_typology_2015 | international_mig_2019 | net_mig_2010 | net_mig_2019 | residual_2010 | residual_2011 | residual_2012 | residual_2013 | residual_2016 | residual_2019 | gq_estimates_2019 | r_birth_2019 | r_death_2019 | r_natural_inc_2019 | r_international_mig_2011 | r_international_mig_2019 | r_net_mig_2011 | r_net_mig_2012 | r_net_mig_2013 | r_net_mig_2014 | r_net_mig_2015 | r_net_mig_2016 | r_net_mig_2017 | r_net_mig_2018 | r_net_mig_2019 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3132 | 56027 | WY | Niobrara County | 12.0 | 0.0 | 0.0 | 4.0 | -57.0 | 0.0 | 1.0 | 1.0 | 3.0 | 0.0 | -1.0 | 260.0 | 11.774601 | 5.887300 | 5.887300 | -0.804182 | 0.000000 | -2.412545 | 2.015723 | 25.886101 | -22.257552 | 5.216693 | -12.892828 | -32.510288 | -2.921536 | -23.969722 |
| 3133 | 56029 | WY | Park County | 11.0 | 5.0 | -10.0 | 46.0 | -26.0 | 0.0 | -1.0 | 5.0 | 2.0 | -1.0 | -2.0 | 649.0 | 9.691117 | 9.280186 | 0.410931 | 0.000000 | -0.342442 | 6.068090 | 10.059905 | 7.120882 | -5.102041 | -3.454589 | 8.186994 | -0.239697 | 0.787617 | -0.890350 |
| 3134 | 56031 | WY | Platte County | 11.0 | 0.0 | -10.0 | 18.0 | -87.0 | 1.0 | -1.0 | -1.0 | -1.0 | 0.0 | -1.0 | 102.0 | 8.752735 | 12.892542 | -4.139807 | -0.345582 | -1.182802 | 6.220482 | 5.164696 | -1.376226 | 8.807549 | 3.414329 | -14.203895 | -13.834796 | 0.938031 | -10.290378 |
| 3135 | 56033 | WY | Sheridan County | 8.0 | 0.0 | 14.0 | 26.0 | 303.0 | -5.0 | 1.0 | 1.0 | 2.0 | -2.0 | 1.0 | 1039.0 | 10.147601 | 11.399578 | -1.251977 | 0.205483 | 0.461255 | 1.986335 | 7.656316 | 6.480247 | 1.913233 | 1.104880 | 2.539810 | 6.288367 | 3.677567 | 9.982868 |
| 3136 | 56035 | WY | Sublette County | 10.0 | 2.0 | -8.0 | -16.0 | 24.0 | 2.0 | 1.0 | 6.0 | 14.0 | -1.0 | 1.0 | 550.0 | 8.966325 | 8.151205 | 0.815120 | -0.293442 | -0.815120 | -15.356776 | 17.810473 | -38.545349 | -8.855653 | -20.500124 | -11.884550 | -28.083338 | 1.637415 | 2.445361 |
| 3137 | 56037 | WY | Sweetwater County | 8.0 | 2.0 | 23.0 | -346.0 | -727.0 | 23.0 | 0.0 | 25.0 | 1.0 | 5.0 | 4.0 | 627.0 | 11.877795 | 6.995223 | 4.882572 | -0.982184 | 0.539900 | 0.502513 | 15.035735 | -4.614071 | -13.140225 | -13.762031 | -18.484164 | -23.515727 | -18.743773 | -17.065527 |
| 3138 | 56039 | WY | Teton County | 8.0 | 5.0 | 79.0 | -71.0 | 42.0 | 4.0 | 0.0 | 0.0 | 15.0 | 0.0 | 0.0 | 269.0 | 9.757559 | 3.209723 | 6.547836 | -0.749239 | 3.380909 | -2.575509 | 1.905293 | 23.259519 | 12.508872 | 4.670450 | 1.253214 | -0.171608 | -12.432212 | 1.797445 |
| 3139 | 56041 | WY | Uinta County | 8.0 | 2.0 | 0.0 | -58.0 | -186.0 | 3.0 | 3.0 | -2.0 | 4.0 | 3.0 | 1.0 | 231.0 | 12.586998 | 6.713066 | 5.873933 | -1.095629 | 0.000000 | -18.196975 | -4.487730 | -10.870861 | -15.033634 | -10.484550 | -11.485101 | -18.923455 | -13.554993 | -9.181105 |
| 3140 | 56043 | WY | Washakie County | 11.0 | 0.0 | -5.0 | 10.0 | -65.0 | 0.0 | -1.0 | 1.0 | -1.0 | 1.0 | 0.0 | 140.0 | 10.585385 | 11.478128 | -0.892743 | -0.235585 | -0.637674 | -12.839390 | -3.084589 | -1.307811 | -18.938032 | 0.000000 | -15.204038 | -15.950541 | -17.246806 | -8.289759 |
| 3141 | 56045 | WY | Weston County | 9.0 | 2.0 | 18.0 | -29.0 | 18.0 | 3.0 | -1.0 | 2.0 | -1.0 | -1.0 | -1.0 | 315.0 | 8.808028 | 10.829543 | -2.021515 | -0.418410 | 2.599090 | -9.065551 | -10.549265 | 6.191515 | 0.420345 | 9.201171 | 0.693097 | -36.227798 | -6.910452 | 2.599090 |